Overview

Data Structures
Divisions Metrics Values
size observations 150
size variables 5
size values 750
size memory size (KB) 0
duplicated duplicate observation 1
missing complete observation 150
missing missing observation 0
missing missing variables 0
missing missing values 0
Data Types
Divisions Metrics Values
data type numerics 4
data type integers 0
data type factors/ordered 1
data type characters 0
data type Dates 0
data type POSIXcts 0
data type others 0
Job Informations
Divisions Metrics Values
dataset dataset .
dataset dataset type data.frame
dataset target Species
job samples 150 / 150 (100%)
job created 2021-07-30 09:56:31
job created by dlookr






Univariate Analysis

Descriptive Statistics

Descriptive statistics and visualization of individual variables



Normality Test

Normality test results of numeric variables


Bivariate Analysis

Compare Numerical Variables

Relationship between two numerical variables


Compare Categorical Variables

The number of categorical variables is less than 2.


Multivariate Analysis

Correlation Analysis

Correlation Matrix

Correlation coefficient matrix of numeric variables


Correlation Plot

Correlation coefficient matrix plot


Target based Analysis

Grouped Numerical Variables

Relationship between two numerical variables by level of target variable


Grouped Categorical Variables

There are no categorical variables except for the target variable.


Grouped Correlation

Correlation by level of target variable


 

Created by dlookr package